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Hello,
An interesting article from MIT:
http://news.mit.edu/2016/ai-system-predicts-85-percent-cyber-attacks-using-input-human-experts-0418
AI2 paper: https://people.csail.mit.edu/kalyan/AI2_Paper.pdf
Combining unsupervised machine learning and supervised machine learning
with the help of human SOC analysts will help to reduce consequently the
number of False Positives.
As Apache Metron is the future of SIEM, I think this is an avenue to
explore.
Franck